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Document worth reading: “An Introduction to Fuzzy and Annotated Semantic Web Languages”

We present the state of the art in representing and reasoning with fuzzy knowledge in Semantic Web Languages such as triple languages RDF/RDFS, conceptual languages of the OWL 2 family…

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Document worth reading: “Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization”

Overfitting is one of the most critical challenges in deep neural networks, and there are various types of regularization methods to improve generalization performance. Injecting noises to hidden units during…

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Document worth reading: “Linear and Quadratic Discriminant Analysis: Tutorial”

This tutorial explains Linear Discriminant Analysis (LDA) and Quadratic Discriminant Analysis (QDA) as two fundamental classification methods in statistical and probabilistic learning. We start with the optimization of decision boundary…

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Document worth reading: “What can the brain teach us about building artificial intelligence?”

This paper is the preprint of an invited commentary on Lake et al’s Behavioral and Brain Sciences article titled ‘Building machines that learn and think like people’. Lake et al’s…

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Document worth reading: “Unsupervised and Supervised Principal Component Analysis: Tutorial”

This is a detailed tutorial paper which explains the Principal Component Analysis (PCA), Supervised PCA (SPCA), kernel PCA, and kernel SPCA. We start with projection, PCA with eigen-decomposition, PCA with…

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Whats new on arXiv – Complete List

• New Perspective of Interpretability of Deep Neural Networks• Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models• Classifying Multilingual User Feedback using Traditional Machine Learning and Deep…

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Document worth reading: “Emotionally-Aware Chatbots: A Survey”

Textual conversational agent or chatbots’ development gather tremendous traction from both academia and industries in recent years. Nowadays, chatbots are widely used as an agent to communicate with a human…

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Document worth reading: “Towards Compositional Distributional Discourse Analysis”

Categorical compositional distributional semantics provide a method to derive the meaning of a sentence from the meaning of its individual words: the grammatical reduction of a sentence automatically induces a…

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Document worth reading: “The History of Digital Spam”

Spam!: that’s what Lorrie Faith Cranor and Brian LaMacchia exclaimed in the title of a popular call-to-action article that appeared twenty years ago on Communications of the ACM. And yet,…

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Whats new on arXiv

Do Cross Modal Systems Leverage Semantic Relationships? Current cross-modal retrieval systems are evaluated using R@K measure which does not leverage semantic relationships rather strictly follows the manually marked image text…